BEIJING—Anbang Insurance Group Co. said Chairman and Chief Executive Wu Xiaohui has handed over his duties for personal reasons, hours after a media report said he could be in trouble with the Chinese government.

Mr. Wu can’t perform his duties temporarily and has turned them over to other executives, the company said in a one-sentence statement dated Tuesday, without specifying a time frame or other details.